In case you define a public query as: For all projects then with plugin activated you will get letter (L) in the number of issues instead a number.

Next if you click on the query defined as For all projects you leave your project and you land on default redmine page without any project selected and then you see result of your query. But this is a bug as default redmine query defined for all projects will not move you out of the project.